Personal recovery in the postdischarge period for individuals with schizophrenia spectrum diagnoses: The role of community integration and social support.
Bibliographic record
Abstract
OBJECTIVE: The experience of personal recovery from mental health has been theorized to occur through several pathways. CHIME is a seminal theoretical framework of personal recovery that is widely endorsed by the existing literature. Few studies have examined the utility of the CHIME framework with those experiencing acute challenges in their engagement in the recovery process. The purpose of the present study was to examine part of the CHIME framework for individuals with schizophrenia spectrum diagnoses in the period immediately following hospitalization. Specifically, the impact of social support and community integration on personal recovery was examined. METHODS: = 72) postdischarge from a psychiatric hospital. Hierarchical regression and mediation analyses were conducted to assess the relationship between social support, community integration, and 1-month and 6-month personal recovery. RESULTS: Hierarchical regression analysis indicated that community integration and social support significantly predicted personal recovery. Mediation analyses indicated social support partially accounts for the relationship between community integration and personal recovery at 1- and 6-months postdischarge, providing evidence for social support as a mechanism of personal recovery during this time. CONCLUSION AND IMPLICATIONS FOR PRACTICE: This quantitative investigation of CHIME highlights the mechanism of social support for individuals who are experiencing acute challenges in their recovery. These findings point to the need for interventions that enhance community integration and social support postdischarge. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".